In this book, we study theoretical and practical aspects of computing methods for mathematical modelling of nonlinear systems. A number of computing techniques are considered, such as methods of operator approximation with any given accuracy; operator interpolation techniques including a non-Lagrange interpolation; methods of system representation subject to constraints associated with concepts of causality, memory and stationarity; methods of system representation with an accuracy that is the best within a given class of models; methods of covariance matrix estimation;
methods for low-rank matrix approximations; hybrid methods based on a combination of iterative procedures and best operator approximation; and
methods for information compression and filtering under condition that a filter model should satisfy restrictions associated with causality and different types of memory.
As a result, the book represents a blend of new methods in general computational analysis,
and specific, but also generic, techniques for study of systems theory ant its particular
branches, such as optimal filtering and information compression.
- Best operator approximation,
- Non-Lagrange interpolation,
- Generic Karhunen-Loeve transform
- Generalised low-rank matrix approximation
- Optimal data compression
- Optimal nonlinear filtering
"synopsis" may belong to another edition of this title.
Book Description Academic Press, 1974. Book Condition: Good. N/A. Ships from the UK. Former Library book. Shows some signs of wear, and may have some markings on the inside. Bookseller Inventory # GRP36891000
Book Description Academic Press 1974-02-26, 1974. Hardcover. Book Condition: good. 0127021507. Bookseller Inventory # 716131
Book Description Elsevier Science, 1974. Hardcover. Book Condition: Used: Good. Bookseller Inventory # SONG0127021507
Book Description Academic Press, 1974. Hardcover. Book Condition: UsedGood. Hardcover; surplus library copy with the usual stampings; reference number taped to spine; light fading, light edge wear to cover; otherwise in good condition with clean text, tight binding. Bookseller Inventory # 40820
Book Description Academic Press, 1974. Hardcover. Book Condition: Very Good. 1st Edition. hardback book in very good condition,light foxing on top page edges. Bookseller Inventory # 128000